ã‚¿ã‚«ãƒã‚·æ˜¥ã® GAN ç¥ã‚Šï¼ã€œ 一日一GAN(๑•̀ㅂ•Ì)و✧ 〜 - ABEJA Tech BlogABEJAã§ãƒªã‚µãƒ¼ãƒãƒ£ãƒ¼ã‚’ã—ã¦ã„ã¾ã™é«˜æ©‹ã§ã™ã€‚ 昨今 deep learning 界隈ã§ã¯ Generative Adversarial Net(GAN) ãŒæµè¡Œã£ã¦ã„ã¦ã€ä¸–ã¯ã¾ã•ã«ã‚¬ãƒ³ã‚¬ãƒ³è¡Œã“ã†ãœæ™‚代ã§ã™ã。 GAN を用ã„ã‚‹ã¨ç¶ºéº—ãªçµµãŒä½œæˆã§ããŸã‚ŠäºŒã¤ã®çµµã®ä¸é–“ã®ã‚ˆã†ãªçµµã‚’生æˆã§ããŸã‚Šã—ã¾ã™ã€‚例ãˆã°ã“ã®è«–æ–‡ã®ã‚ˆã†ãªæ„Ÿã˜ã§ã™ã€‚ã“ã®ã‚ˆã†ã« GAN ã¯æœ‰ç”¨ãªãƒ¢ãƒ‡ãƒ«ã§ã‚る一方ã€æœ€è¿‘ã® GAN ã§ã¯æ€¥ã«ã‚ˆãã‚ã‹ã‚‰ãªã„å¼ãŒå‡ºã¦ããŸã‚Šã™ã‚‹ã®ã§ã€å‹‰å¼·ã‚‚å…¼ãã¦ã€Œä¸€æ—¥ä¸€GANã€ã‚’ã‚„ã£ã¦ã¿ã¾ã—ãŸã€‚今回èªã‚“ã è«–æ–‡ã®ãƒªã‚¹ãƒˆã¯ä»¥ä¸‹ã§ã™ã€‚ EBGAN (https://arxiv.org/abs/1609.03126 ) WGAN (https://arxiv.org/abs/1701.07875) LSGAN (https://arxiv.org/abs/1611.04076) f-GAN (https://ar
Generating Faces with Deconvolution Networks
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